| Variables | Coefficient | Standard error | P value |
| Constant | 1.10 | 0.35 | 0.01 |
| Age | −0.36 | 0.72 | 0.53 |
| Education | 0.76* | 0.83 | 0.34 |
| Forest guard services | 0.61* | 0.07 | 0.00 |
| Gender | −0.30 | 0.60 | 0.74 |
| Forest-dependent income | 0.83* | 0.05 | 0.00 |
| Household size | 0.20 | 0.04 | 0.00 |
| Access to weather information | 0.43* | 0.16 | 0.09 |
| Alternative livelihood | 0.71* | 0.11 | 0.00 |
| Cost of inputs | 0.52* | 0.10 | 0.00 |
| High temperature and low rainfall | 0.46* | 0.10 | 0.00 |
| Poor farm yield | 1.00* | 0.13 | 0.00 |